Harness Engineering
Harness engineering is a proposed methodology for managing AI-assisted code generation by implementing deterministic tooling and periodic checks. It aims to prevent the 'code drift' that occurs when AI assistants ignore architectural conventions or internal consistency over time.
Why it matters
As AI coding assistants become standard, ensuring long-term codebase integrity is critical for preventing technical debt and security vulnerabilities.
Harness Engineering Harness engineering is the practice of surrounding AI-assisted code generation with deterministic tooling, agent-based review, and periodic entropy checks so that AI-generated code stays correct and coherent over time. This document explains where the idea came from, what it consists of, and how this plugin implements it.
The article presents a technical methodology without political or ideological framing.
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